{"id":"https://openalex.org/W10477497","doi":null,"title":"Using extended machine learning and simulation technics to design crop management strategies","display_name":"Using extended machine learning and simulation technics to design crop management strategies","publication_year":1997,"publication_date":"1997-06-15","ids":{"openalex":"https://openalex.org/W10477497","mag":"10477497"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.90.1485","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.90.1485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dina.dk/efita-conf/program/paperspdf/ii_b_1.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109090010","display_name":"J.M. Attonaty","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210113354","display_name":"Economie Publique","ror":"https://ror.org/02z9j6m75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210113354","https://openalex.org/I4210115779","https://openalex.org/I4400009011"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.M. Attonaty","raw_affiliation_strings":["Economie Publique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economie Publique","institution_ids":["https://openalex.org/I4210113354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055038033","display_name":"M.H. Chatelin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210113354","display_name":"Economie Publique","ror":"https://ror.org/02z9j6m75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210113354","https://openalex.org/I4210115779","https://openalex.org/I4400009011"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M.H. Chatelin","raw_affiliation_strings":["Economie Publique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economie Publique","institution_ids":["https://openalex.org/I4210113354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070557153","display_name":"Francisco Ambrosio Garcia","orcid":"https://orcid.org/0000-0001-5908-7241","observed_orcids":["https://orcid.org/0000-0001-5908-7241"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"F. Garcia","raw_affiliation_strings":["Unit\u00e9 de Biom\u00e9trie et Intelligence Artificielle (anc\u00eatre de MIAT)"],"raw_orcid":"https://orcid.org/0000-0001-5908-7241","affiliations":[{"raw_affiliation_string":"Unit\u00e9 de Biom\u00e9trie et Intelligence Artificielle (anc\u00eatre de MIAT)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003062987","display_name":"Sidy Ndiaye","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sidy Ndiaye","raw_affiliation_strings":["Unit\u00e9 de Biom\u00e9trie et Intelligence Artificielle (anc\u00eatre de MIAT)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit\u00e9 de Biom\u00e9trie et Intelligence Artificielle (anc\u00eatre de MIAT)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5025,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81906008,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.5321999788284302,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.5321999788284302,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.06520000100135803,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12201","display_name":"Agricultural Engineering and Mechanization","score":0.038600001484155655,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crop-management-strategies","display_name":"crop management strategies","score":0.9449999928474426},{"id":"https://openalex.org/keywords/agricultural-simulation","display_name":"agricultural simulation","score":0.546999990940094},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.7889999747276306},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":1.0},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.5460000038146973},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.5820000171661377}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6829310655593872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.661149263381958},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5661417245864868},{"id":"https://openalex.org/C2988270110","wikidata":"https://www.wikidata.org/wiki/Q17080711","display_name":"Crop management","level":3,"score":0.5075253248214722},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42427733540534973},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.41539251804351807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3839103877544403},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3773656487464905},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.25093644857406616},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2064138948917389},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.90.1485","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.90.1485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dina.dk/efita-conf/program/paperspdf/ii_b_1.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-02771255v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.inrae.fr/hal-02771255","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1. European conference for information technology in agriculture, Jun 1997, Copenhague, Denmark","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:10477497","doi":null,"is_oa":false,"landing_page_url":"https://hal.inrae.fr/hal-02771255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"HAL (Le Centre pour la Communication Scientifique Directe)","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.958299994468689,"display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1497256448","https://openalex.org/W1549353711","https://openalex.org/W2024360954","https://openalex.org/W2078226168","https://openalex.org/W2334782222"],"related_works":["https://openalex.org/W4299159801","https://openalex.org/W4299590173","https://openalex.org/W2265351976","https://openalex.org/W4292528211","https://openalex.org/W7220801379","https://openalex.org/W4293273469","https://openalex.org/W4384917054","https://openalex.org/W4290858791","https://openalex.org/W4390835145","https://openalex.org/W4318718356"],"abstract_inverted_index":{"L'analyse":[0],"de":[1,4,26,29,40,42,48,52,56,70,99],"diff\u00e9rentes":[2],"applications":[3],"la":[5,8,97],"simulation":[6],"pour":[7,19,66],"gestion":[9,41],"du":[10],"bl\u00e9":[11],"ont":[12],"mis":[13],"en":[14,45],"\u00e9vidence":[15],"une":[16,92],"relative":[17],"difficult\u00e9,":[18],"les":[20,76],"concepteurs":[21],"d'itin\u00e9raires":[22],"techniques":[23,57],"des":[24,33,38,87],"organismes":[25],"recherche":[27],"et":[28,63,90],"d\u00e9veloppement,":[30],"\u00e0":[31,68,82,96],"imaginer":[32],"solutions":[34,71,100],"nouvelles":[35],"qui":[36],"s'\u00e9loignent":[37],"mod\u00e8les":[39],"culture":[43],"actuellement":[44],"vigueur.":[46],"L'objectif":[47],"cette":[49,74],"communication":[50],"est":[51],"pr\u00e9senter":[53],"l'apport":[54],"possible":[55],"d'apprentissage":[58],"automatiques":[59],"(apprentissage":[60],"par":[61],"renforcement":[62],"algorithmes":[64],"g\u00e9n\u00e9tiques)":[65],"l'aide":[67],"l'exploration":[69],"nouvelles.":[72],"Dans":[73],"perspective,":[75],"auteurs":[77],"pr\u00e9sentent":[78],"un":[79],"instrument":[80,85],"d'aide":[81,95],"l'exploration.":[83],"Cet":[84],"construit":[86],"strat\u00e9gies":[88],"int\u00e9ressantes":[89],"semble":[91],"voie":[93],"prometteuse":[94],"conception":[98],"innovantes.":[101]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}